While working on the GitHub adapter, a gateway that lets AI agents create pull requests on GitHub,...
The reasoning was right, but the world shifted
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AI agents have a spec for paying and a spec for hiring. The spec for trading is missing.
On June 23, Circle published the official USDC specification for the Machine Payments Protocol. The...
The AI That Writes Code Can't See Its Own Bugs
Twice, a second model (Codex) caught a real bug in code our first AI wrote and reviewed itself, and here's the shape for putting a second model on every diff before you merge.
"My AI Assistant Could See the Screenshot. Feishu Still Got No Image"
My local AI assistant could capture screenshots just fine, but Feishu and Telegram still received no image. The real bug was an upstream channel capability gate.